{"id":"https://openalex.org/W2620074062","doi":"https://doi.org/10.24963/ijcai.2017/156","title":"Foundations of Declarative Data Analysis Using Limit Datalog Programs","display_name":"Foundations of Declarative Data Analysis Using Limit Datalog Programs","publication_year":2017,"publication_date":"2017-07-28","ids":{"openalex":"https://openalex.org/W2620074062","doi":"https://doi.org/10.24963/ijcai.2017/156","mag":"2620074062"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2017/156","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/156","pdf_url":"https://www.ijcai.org/proceedings/2017/0156.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2017/0156.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080366682","display_name":"Mark Kaminski","orcid":"https://orcid.org/0000-0002-8712-2953"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Kaminski","raw_affiliation_strings":["Department of Computer Science, University of Oxford, UK","University of Oxford, Oxford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023732514","display_name":"Bernardo Cuenca Grau","orcid":"https://orcid.org/0000-0003-2909-5923"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bernardo Cuenca Grau","raw_affiliation_strings":["Department of Computer Science, University of Oxford, UK","University of Oxford, Oxford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071446856","display_name":"Egor V. Kostylev","orcid":"https://orcid.org/0000-0002-8886-6129"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Egor V. Kostylev","raw_affiliation_strings":["University of Oxford","University of Oxford, Oxford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077636035","display_name":"Boris Motik","orcid":null},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Boris Motik","raw_affiliation_strings":["Department of Computer Science, University of Oxford, UK","University of Oxford, Oxford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060350556","display_name":"Ian Horrocks","orcid":"https://orcid.org/0000-0002-2685-7462"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ian Horrocks","raw_affiliation_strings":["Department of Computer Science, University of Oxford, UK","University of Oxford, Oxford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I40120149"],"apc_list":null,"apc_paid":null,"fwci":0.2065,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62613254,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1123","last_page":"1130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10126","display_name":"Logic, programming, and type systems","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/datalog","display_name":"Datalog","score":0.991863489151001},{"id":"https://openalex.org/keywords/undecidable-problem","display_name":"Undecidable problem","score":0.8966474533081055},{"id":"https://openalex.org/keywords/p","display_name":"P","score":0.7724597454071045},{"id":"https://openalex.org/keywords/fragment","display_name":"Fragment (logic)","score":0.651373028755188},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.6007331013679504},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.546364963054657},{"id":"https://openalex.org/keywords/exptime","display_name":"EXPTIME","score":0.4826658070087433},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.47485044598579407},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.44065001606941223},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.4329685568809509},{"id":"https://openalex.org/keywords/decidability","display_name":"Decidability","score":0.3599521517753601},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31169015169143677},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.30599841475486755},{"id":"https://openalex.org/keywords/time-complexity","display_name":"Time complexity","score":0.2941144108772278},{"id":"https://openalex.org/keywords/pspace","display_name":"PSPACE","score":0.2713152766227722},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.22006914019584656},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1858450174331665}],"concepts":[{"id":"https://openalex.org/C148230440","wikidata":"https://www.wikidata.org/wiki/Q1172264","display_name":"Datalog","level":2,"score":0.991863489151001},{"id":"https://openalex.org/C192034797","wikidata":"https://www.wikidata.org/wiki/Q3502995","display_name":"Undecidable problem","level":3,"score":0.8966474533081055},{"id":"https://openalex.org/C134026603","wikidata":"https://www.wikidata.org/wiki/Q846354","display_name":"P","level":3,"score":0.7724597454071045},{"id":"https://openalex.org/C2776235265","wikidata":"https://www.wikidata.org/wiki/Q18392052","display_name":"Fragment (logic)","level":2,"score":0.651373028755188},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.6007331013679504},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.546364963054657},{"id":"https://openalex.org/C56049555","wikidata":"https://www.wikidata.org/wiki/Q1276570","display_name":"EXPTIME","level":4,"score":0.4826658070087433},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.47485044598579407},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.44065001606941223},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.4329685568809509},{"id":"https://openalex.org/C153269930","wikidata":"https://www.wikidata.org/wiki/Q430001","display_name":"Decidability","level":2,"score":0.3599521517753601},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31169015169143677},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.30599841475486755},{"id":"https://openalex.org/C311688","wikidata":"https://www.wikidata.org/wiki/Q2393193","display_name":"Time complexity","level":2,"score":0.2941144108772278},{"id":"https://openalex.org/C197685441","wikidata":"https://www.wikidata.org/wiki/Q500716","display_name":"PSPACE","level":3,"score":0.2713152766227722},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.22006914019584656},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1858450174331665},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.24963/ijcai.2017/156","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/156","pdf_url":"https://www.ijcai.org/proceedings/2017/0156.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1705.06927","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1705.06927","pdf_url":"https://arxiv.org/pdf/1705.06927","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:2620074062","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1705.06927.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:ora.ox.ac.uk:uuid:8b3f0623-adcb-41a3-ade3-4ddd8785891f","is_oa":false,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:8b3f0623-adcb-41a3-ade3-4ddd8785891f","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference item"},{"id":"doi:10.48550/arxiv.1705.06927","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1705.06927","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2017/156","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/156","pdf_url":"https://www.ijcai.org/proceedings/2017/0156.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1981416932","display_name":null,"funder_award_id":"EP/K00607X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2099538888","display_name":null,"funder_award_id":"EP/N014359/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8521439554","display_name":null,"funder_award_id":"EP/L012138/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320006","display_name":"Royal Society","ror":"https://ror.org/03wnrjx87"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2620074062.pdf","grobid_xml":"https://content.openalex.org/works/W2620074062.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W125332145","https://openalex.org/W2064864283","https://openalex.org/W2103658959","https://openalex.org/W2116209568","https://openalex.org/W2131314981","https://openalex.org/W2155996966","https://openalex.org/W2339351027"],"related_works":["https://openalex.org/W2963589932","https://openalex.org/W2090079575","https://openalex.org/W3013473214","https://openalex.org/W2963679208","https://openalex.org/W2003031781","https://openalex.org/W2156536027","https://openalex.org/W2576484394","https://openalex.org/W2395668673","https://openalex.org/W2077261730","https://openalex.org/W2047754004","https://openalex.org/W3175270088","https://openalex.org/W2052010321","https://openalex.org/W1995214664","https://openalex.org/W2016416699","https://openalex.org/W2081973669","https://openalex.org/W78461750","https://openalex.org/W2940854778","https://openalex.org/W2963967056","https://openalex.org/W3012562581","https://openalex.org/W2173302770"],"abstract_inverted_index":{"Motivated":[0],"by":[1],"applications":[2],"in":[3,51,55],"declarative":[4],"data":[5,56,83],"analysis,":[6],"we":[7,27,74],"study":[8],"DatalogZ---an":[9],"extension":[10],"of":[11,97],"positive":[12],"Datalog":[13],"with":[14],"arithmetic":[15],"functions":[16],"over":[17],"integers.":[18],"This":[19],"language":[20],"is":[21,49],"known":[22],"to":[23,37,44,66,68],"be":[24],"undecidable,":[25],"so":[26,87],"propose":[28],"two":[29],"fragments.":[30],"In":[31],"limit":[32],"DatalogZ":[33,78],"predicates":[34],"are":[35],"axiomatised":[36],"keep":[38],"minimal/maximal":[39],"numeric":[40],"values,":[41],"allowing":[42],"us":[43],"show":[45,75],"that":[46,76],"fact":[47],"entailment":[48],"coNExpTime-complete":[50],"combined,":[52],"and":[53,70,86],"coNP-complete":[54],"complexity.":[57],"Moreover,":[58],"an":[59],"additional":[60],"stability":[61],"requirement":[62],"causes":[63],"the":[64,95],"complexity":[65],"drop":[67],"ExpTime":[69],"PTime,":[71],"respectively.":[72],"Finally,":[73],"stable":[77],"can":[79],"express":[80],"many":[81],"useful":[82],"analysis":[84],"tasks,":[85],"our":[88],"results":[89],"provide":[90],"a":[91],"sound":[92],"foundation":[93],"for":[94],"development":[96],"advanced":[98],"information":[99],"systems.":[100]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-01T08:55:40.977307","created_date":"2025-10-10T00:00:00"}